Mall Dataset

The mall dataset was collected from a publicly accessible webcam for crowd counting and profiling research.
Ground truth: Over 60,000 pedestrians were labelled in 2000 video frames. We annotated the data exhaustively by labelling the head position of every pedestrian in all frames.
Video length: 2000 frames.
Frame size: 640x480.
Frame rate: < 2 Hz.